In a saucepan over medium heat, combine sugar and water. Cook, stirring frequently, until sugar is dissolved. Stir in vanilla and almond extract. Cool, and refrigerate.
To serve: In a punch bowl with ice, mix 1 cup syrup with 2 liters ginger ale or lemon-lime soda.